• DocumentCode
    2029586
  • Title

    Minimum constrast estimation with applications to array processing

  • Author

    Cardoso, J.F. ; Moulines, Eric

  • Author_Institution
    Telecom Paris, France
  • Volume
    4
  • fYear
    1993
  • fDate
    27-30 April 1993
  • Firstpage
    384
  • Abstract
    Numerous studies have been devoted to performance analysis of direction of arrival (DOA) estimators in the context of narrow-band array processing. This contribution shows that the versatile concept of minimum contrast estimation provides a common unifying framework (i) to derive general conditions guaranteeing consistency and asymptotic normality of the estimators, (ii) to obtain closed form expressions for the asymptotic covariance of these estimators, and (iii) to develop practical numerical implementation of the estimators. The basic principles of minimum contrast estimation are reviewed. For brevity, the relevant results are stated without proof. These concepts are applied in the narrow-band array context. An application of this methodology is provided.<>
  • Keywords
    array signal processing; parameter estimation; variational techniques; DOA estimation; asymptotic covariance; asymptotic normality; consistency; direction of arrival; methodology; minimum contrast estimation; narrow-band array processing; numerical implementation; performance analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on
  • Conference_Location
    Minneapolis, MN, USA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7402-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.1993.319675
  • Filename
    319675